Practical Timescaledb Solutions
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Practical Timescaledb Solutions
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Author : Richard Johnson
language : en
Publisher: HiTeX Press
Release Date : 2025-06-20
Practical Timescaledb Solutions written by Richard Johnson and has been published by HiTeX Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-20 with Computers categories.
"Practical TimescaleDB Solutions" "Practical TimescaleDB Solutions" is a comprehensive guide designed for architects, engineers, and data practitioners aiming to build robust, scalable, and efficient time-series database solutions with TimescaleDB. Beginning with a deep dive into the fundamentals of time-series data and the powerful synergies between TimescaleDB and PostgreSQL, this book walks readers through foundational architecture concepts, deployment best practices, and the vibrant TimescaleDB ecosystem. Real-world case studies from sectors like IoT, observability, and finance illuminate how modern organizations are leveraging TimescaleDB to manage ever-increasing volumes of temporal data. The heart of this book is its hands-on, solutions-oriented approach to advanced schema design, high-velocity data ingestion, query optimization, and analytical patterns. Readers gain actionable insights into designing performant hypertable schemas, optimizing for high-cardinality workloads, and handling schema evolution in production. Ingest strategies are detailed with practical examples for both bulk historical loads and real-time streaming, alongside advanced guidance for deduplication, conflict resolution, and ingest monitoring. Extensive coverage of analytical techniques—ranging from continuous aggregates and downsampling to third-party BI tool integrations—equips readers to extract timely, actionable insights from their time-series data. Beyond data modeling and analytics, "Practical TimescaleDB Solutions" explores the full operational landscape: distributed scaling, storage lifecycle management, security and compliance, automation, and monitoring. From architecting multi-node deployments in the cloud and managing hot/cold data lifecycle, to implementing fine-grained access control, encryption, and compliance with industry regulations, every chapter provides pragmatic solutions reinforced with platform-specific best practices. Whether migrating from legacy systems or fine-tuning for high availability, this book is an indispensable resource for mastering TimescaleDB in demanding, production-ready environments.
Practical Time Series Analysis
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Author : Aileen Nielsen
language : en
Publisher: O'Reilly Media
Release Date : 2019-09-20
Practical Time Series Analysis written by Aileen Nielsen and has been published by O'Reilly Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-09-20 with Computers categories.
Time series data analysis is increasingly important due to the massive production of such data through the internet of things, the digitalization of healthcare, and the rise of smart cities. As continuous monitoring and data collection become more common, the need for competent time series analysis with both statistical and machine learning techniques will increase. Covering innovations in time series data analysis and use cases from the real world, this practical guide will help you solve the most common data engineering and analysis challengesin time series, using both traditional statistical and modern machine learning techniques. Author Aileen Nielsen offers an accessible, well-rounded introduction to time series in both R and Python that will have data scientists, software engineers, and researchers up and running quickly. You’ll get the guidance you need to confidently: Find and wrangle time series data Undertake exploratory time series data analysis Store temporal data Simulate time series data Generate and select features for a time series Measure error Forecast and classify time series with machine or deep learning Evaluate accuracy and performance
Efficient Time Series Data Management With Timescaledb
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Author : William Smith
language : en
Publisher: HiTeX Press
Release Date : 2025-07-13
Efficient Time Series Data Management With Timescaledb written by William Smith and has been published by HiTeX Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-13 with Computers categories.
"Efficient Time-Series Data Management with TimescaleDB" "Efficient Time-Series Data Management with TimescaleDB" is a definitive guide to mastering scalable, reliable, and high-performance time-series solutions using TimescaleDB. Navigating the complexities of time-series data—from IoT, observability, finance, and real-time monitoring to scientific workloads—this book offers a comprehensive exploration of data modeling challenges, storage architectures, and query optimization strategies within the PostgreSQL ecosystem. Readers are introduced to core time-series principles, advanced partitioning techniques, and performance tuning methodologies crucial for managing massive volumes of temporally indexed information. The book delves deeply into TimescaleDB’s architecture, highlighting how it extends PostgreSQL with powerful constructs such as hypertables, chunk partitioning, and space-time compression strategies. Key topics include schema design for high cardinality, efficient data ingestion pipelines, and the use of advanced indexing techniques tailored for time-centric data. Best practices for ensuring data integrity, supporting schema evolution, integrating external sources, and leveraging continuous aggregates for analytics empower practitioners to build robust, future-ready infrastructures. Addressing every stage of the data lifecycle, this volume covers security, compliance, high availability, disaster recovery, and automation for seamless deployment across bare metal, cloud, and Kubernetes environments. Advanced chapters guide readers through integration with popular data processing ecosystems, programmable extensions, and emerging trends in edge, serverless, and multi-cloud architectures. Whether you are an architect, developer, or database administrator, this book equips you with the knowledge and real-world patterns necessary to elevate your time-series data management with TimescaleDB.
Netdata In Practice
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Author : Richard Johnson
language : en
Publisher: HiTeX Press
Release Date : 2025-06-17
Netdata In Practice written by Richard Johnson and has been published by HiTeX Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-17 with Computers categories.
"Netdata in Practice" "Netdata in Practice" is the definitive guide for engineers, architects, and DevOps professionals seeking to master real-time infrastructure monitoring with Netdata. Through a careful exploration of Netdata’s robust architecture, the book unveils the platform’s modular, scalable design—detailing agent-based, parent, and cloud components—and provides an in-depth look at data collection engines, storage models, security architecture, and deployment protocols. Readers will gain a thorough understanding of core concepts, data streaming mechanisms, and best practices for securing large-scale, distributed monitoring environments. The book delivers actionable strategies for deploying Netdata at scale across traditional, containerized, and cloud-native topologies. From single-node setups to federated, global infrastructure, it covers deployment automation via Ansible, Chef, Puppet, and CI/CD tools, as well as advanced configurations for Kubernetes, multi-cloud, and IoT edge scenarios. Readers learn to design resilient architectures with high availability, efficient resource utilization, centralized configuration management, and streamlined disaster recovery. Beyond deployment, "Netdata in Practice" delves into advanced data collection, integration, alerting, and visualization. It addresses challenges of high-cardinality metrics, custom data ingestion (StatsD, Prometheus, OpenTelemetry), event correlation, and business metric instrumentation. The book also offers practical guidance on performance tuning, developing efficient custom collectors, optimizing alerting systems, and building secure, multi-tenant dashboards. Richly illustrated with best practices, real-world diagnostics, and emerging use cases like ML and serverless, this comprehensive resource empowers readers to drive observability, automation, and operational excellence with Netdata in any environment.
Aws Greengrass For Edge Computing Solutions
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Author : Richard Johnson
language : en
Publisher: HiTeX Press
Release Date : 2025-06-09
Aws Greengrass For Edge Computing Solutions written by Richard Johnson and has been published by HiTeX Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-09 with Computers categories.
"AWS Greengrass for Edge Computing Solutions" "AWS Greengrass for Edge Computing Solutions" is a definitive guide for architects, developers, and technology leaders aiming to harness the power of edge computing in today's distributed environments. The book opens with a solid grounding in the principles and architectural landscape of edge computing, exploring the evolution of distributed systems, technical drivers for edge deployment, fundamental design patterns, operational challenges, and the strategic differences between edge, fog, and cloud models. Real-world industry use cases illuminate how edge computing is transforming sectors from manufacturing to healthcare, underlining its business relevance and impact. Delving into the heart of AWS IoT Greengrass, the book offers comprehensive coverage of the platform’s internal architecture, secure device identity mechanisms, resource management, and local-to-cloud message routing. Readers are guided through techniques for mass provisioning, automated deployments, robust upgrade strategies, and disaster recovery—all critical for scaling and maintaining resilient edge fleets. The text offers advanced instruction on developing edge applications using Lambda and containers, with a strong emphasis on operational automation, dependency management, secure local resource access, and efficient testing and simulation methodologies. Security and compliance are given detailed attention, with practical guidance on certificate-based authentication, data encryption, zero trust principles, regulatory frameworks such as GDPR and HIPAA, as well as techniques for ongoing security monitoring and response. The book also addresses cutting-edge topics such as edge data analytics, machine learning inference, interoperability in heterogeneous environments, and holistic fleet management. Looking forward, it explores the future of edge innovation, including AI at the edge, 5G connectivity, zero-touch fleets, open-source trends, and the sustainability impact of global edge deployments. Whether deploying at scale or building for tomorrow’s intelligent edge, this resource equips readers to architect, secure, and optimize world-class edge solutions with AWS Greengrass.
Edge Computing With Amazon Web Services
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Author : Sean Howard
language : en
Publisher: Packt Publishing Ltd
Release Date : 2024-02-29
Edge Computing With Amazon Web Services written by Sean Howard and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-29 with Computers categories.
Build scalable, cost-effective, high-performance, and secure architectures using AWS Outposts, AWS Local Zones, AWS Wavelength, and AWS Snow services guided by best practices and practical examples Key Features Take advantage of the opportunities and challenges arising from the exponential growth of connected devices Use AWS edge compute services to extend your applications to wherever they are needed Follow guided tutorials for building an IIoT gateway and a distributed edge application with AWS services Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionThe surge in connected edge devices has driven organizations to capitalize on the opportunities presented by the massive amounts of data generated by these devices. However, adapting to this landscape demands significant changes in application architectures. This book serves as your guide to edge computing fundamentals, shedding light on the constraints and risks inherent in selecting solutions within this domain. You’ll explore an extensive suite of edge computing services from AWS, gaining insights into when and how to use AWS Outposts, AWS Wavelength, AWS Local Zones, AWS Snow Family, and AWS IoT Greengrass. With detailed use cases, technical requirements, and architectural patterns, you’ll master the practical implementation of these services and see how they work in real life through step-by-step examples, using the AWS CLI and AWS Management Console. To conclude, you’ll delve into essential security and operational considerations to maximize the value delivered by AWS services. By the end of this book, you'll be ready to design powerful edge computing architectures and handle complex edge computing use cases across multiple AWS services.What you will learn Overcome network challenges faced at the near and far edge Leverage services in over 450 points of presence at the edge of the AWS global backbone Deploy edge solutions in disconnected scenarios using AWS Snow Family Build multi-access edge (MEC) solutions with 5G and AWS Wavelength Reduce latency for your users with AWS Local Zones Configure AWS Snowcone as an IIoT gateway with AWS IoT Greengrass Extend your AWS VPC into your on-premise data center with AWS Outposts Deploy distributed applications for core, near, and far edge cloud services Who this book is for This book is designed for cloud architects, cloud engineers, solutions architects, and IoT architects tasked with building edge compute solutions using AWS. If you want to master the full range of edge computing services offered by AWS, this book is for you. A basic understanding of AWS services and networking is assumed.
The Comprehensive Guide To Databases
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Author : Ron Legarski
language : en
Publisher: SolveForce
Release Date : 2024-09-22
The Comprehensive Guide To Databases written by Ron Legarski and has been published by SolveForce this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-09-22 with Computers categories.
The Comprehensive Guide to Databases offers an in-depth exploration into the dynamic world of database technology. This guide is designed for a wide audience, from beginners to seasoned professionals, aiming to enhance their understanding of database management. It covers the foundations of database technology, including relational databases, NoSQL solutions, and advanced topics such as distributed systems, big data analytics, and the role of AI and machine learning in database management. With detailed explanations of key concepts, practical applications, and real-world case studies, this book provides readers with the skills necessary to design, implement, and manage database systems effectively. The guide also looks toward the future of database technology, examining emerging trends like cloud databases, data security, and regulatory compliance, making it an essential resource for anyone looking to master the art of database management in the modern digital landscape.
Mastering Pc Troubleshooting Operating Systems
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Author : MARK JOHN LADO
language : en
Publisher: Amazon Digital Services LLC - Kdp
Release Date : 2025-01-27
Mastering Pc Troubleshooting Operating Systems written by MARK JOHN LADO and has been published by Amazon Digital Services LLC - Kdp this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-27 with Computers categories.
The third edition of Mastering PC Troubleshooting and Operating Systems is your ultimate guide to navigating the evolving world of PC systems. This updated and comprehensive resource addresses the challenges and opportunities in troubleshooting modern hardware, operating systems, and next-generation technologies, making it an indispensable tool for IT professionals, students, and tech enthusiasts alike. With the rapid growth of AI, machine learning, quantum-ready devices, and hybrid work environments, the complexity of PC systems has reached unprecedented levels. This book equips readers with the latest strategies, tools, and techniques for diagnosing and resolving even the most complex issues. Covering hardware, software, networking, and cybersecurity, it combines real-world scenarios with practical, actionable solutions to ensure readers stay ahead of the curve. Key Features: In-Depth Coverage of PC Troubleshooting: Learn to tackle issues in advanced hardware, including liquid cooling systems, GPU-accelerated workstations, 3D-stacked memory, and quantum-ready devices. AI and Machine Learning Integration: Discover how AI-driven diagnostics and predictive maintenance tools are revolutionizing troubleshooting in both hardware and software systems. Future-Ready Operating Systems: Gain insights into the evolution of operating systems, cloud-native platforms, and real-time diagnostics with predictive analytics. Comprehensive Networking Solutions: Explore cutting-edge approaches to optimizing Wi-Fi 7 networks, troubleshooting 5G-enabled devices, and ensuring connectivity in hybrid and edge computing environments. Cybersecurity Essentials: Learn how to identify and mitigate threats, from ransomware attacks to insider vulnerabilities, with AI-powered tools and behavioral analytics. Focus on Emerging Technologies: Address challenges in mixed reality, IoT synchronization, blockchain networking, and wearable tech troubleshooting. Practical Case Studies and Examples: Benefit from real-world scenarios that illustrate modern failures, solutions, and best practices. Who Should Read This Book? Whether you’re an IT professional, a student pursuing a career in tech, or simply a tech enthusiast looking to deepen your knowledge, this book is for you. It offers both foundational knowledge and advanced techniques, making it suitable for all levels of expertise. What You’ll Learn: How to use AI and machine learning tools for automated diagnostics and real-time monitoring. Effective strategies for addressing compatibility issues in cross-platform devices and hybrid systems. The importance of sustainability in hardware design and repair. Tips for diagnosing VR/AR hardware issues and optimizing PC performance for mixed-reality applications. Advanced troubleshooting methods for virtualized environments, including VMs, containers, and hybrid cloud setups. Why Choose This Book? With detailed explanations, comprehensive assessments, and forward-thinking insights, this third edition is designed to prepare readers for the challenges of troubleshooting in 2025 and beyond. Each chapter concludes with a thorough assessment to reinforce learning and ensure mastery of key concepts. Whether you’re diagnosing power supply issues, debugging operating system kernels, or tackling cybersecurity vulnerabilities, this book provides the knowledge and tools needed to solve problems efficiently and effectively. If you’re ready to master the art and science of PC troubleshooting and take your skills to the next level, this book is your ultimate companion. Get your copy today and stay ahead in the ever-changing world of PC technology!
200 Tips For Mastering Generative Ai
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Author : Rick Spair
language : en
Publisher: Rick Spair
Release Date :
200 Tips For Mastering Generative Ai written by Rick Spair and has been published by Rick Spair this book supported file pdf, txt, epub, kindle and other format this book has been release on with Computers categories.
In the rapidly evolving landscape of artificial intelligence, Generative AI stands out as a transformative force with the potential to revolutionize industries and reshape our understanding of creativity and automation. From its inception, Generative AI has captured the imagination of researchers, developers, and entrepreneurs, offering unprecedented capabilities in generating new data, simulating complex systems, and solving intricate problems that were once considered beyond the reach of machines. This book, "200 Tips for Mastering Generative AI," is a comprehensive guide designed to empower you with the knowledge and practical insights needed to harness the full potential of Generative AI. Whether you are a seasoned AI practitioner, a curious researcher, a forward-thinking entrepreneur, or a passionate enthusiast, this book provides valuable tips and strategies to navigate the vast and intricate world of Generative AI. We invite you to explore, experiment, and innovate with the knowledge you gain from this book. Together, we can unlock the full potential of Generative AI and shape a future where intelligent machines and human creativity coexist and collaborate in unprecedented ways. Welcome to "200 Tips for Mastering Generative AI." Your journey into the fascinating world of Generative AI begins here.
Life Cycle Of Structures And Infrastructure Systems
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Author : Fabio Biondini
language : en
Publisher: CRC Press
Release Date : 2023-06-28
Life Cycle Of Structures And Infrastructure Systems written by Fabio Biondini and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-28 with Technology & Engineering categories.
Life-Cycle of Structures and Infrastructure Systems collects the lectures and papers presented at IALCCE 2023 – The Eighth International Symposium on Life-Cycle Civil Engineering held at Politecnico di Milano, Milan, Italy, 2-6 July, 2023. This Open Access Book contains the full papers of 514 contributions, including the Fazlur R. Khan Plenary Lecture, nine Keynote Lectures, and 504 technical papers from 45 countries. The papers cover recent advances and cutting-edge research in the field of life-cycle civil engineering, including emerging concepts and innovative applications related to life-cycle design, assessment, inspection, monitoring, repair, maintenance, rehabilitation, and management of structures and infrastructure systems under uncertainty. Major topics covered include life-cycle safety, reliability, risk, resilience and sustainability, life-cycle damaging processes, life-cycle design and assessment, life-cycle inspection and monitoring, life-cycle maintenance and management, life-cycle performance of special structures, life-cycle cost of structures and infrastructure systems, and life-cycle-oriented computational tools, among others. This Open Access Book provides an up-to-date overview of the field of life-cycle civil engineering and significant contributions to the process of making more rational decisions to mitigate the life-cycle risk and improve the life-cycle reliability, resilience, and sustainability of structures and infrastructure systems exposed to multiple natural and human-made hazards in a changing climate. It will serve as a valuable reference to all concerned with life-cycle of civil engineering systems, including students, researchers, practicioners, consultants, contractors, decision makers, and representatives of managing bodies and public authorities from all branches of civil engineering.